{"id":"W3043570946","doi":"10.12688/f1000research.26098.1","title":"COVID-19 and beyond: a call for action and audacious solidarity to all the citizens and nations, it is humanity’s fight","year":2020,"lang":"en","type":"preprint","venue":"F1000Research","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre","funders":"Medical Research Council; Sanofi Genzyme; LEO Pharma; Innovative Medicines Initiative; AstraZeneca; Aimmune Therapeutics; Vanda Pharmaceuticals; Gilead Sciences; Seventh Framework Programme; Weizmann Institute of Science; European Federation of Pharmaceutical Industries and Associations; European Commission; Sanofi; Merck; Universitätsklinikum Köln; National Institute for Health and Care Research; Ministry of Education of the People's Republic of China; Regeneron Pharmaceuticals; Novartis; Science and Technology Commission of Shanghai Municipality; Ministero della Salute; Pfizer","keywords":"Pandemic; Solidarity; Humanity; Political science; Medicine; Virology; Development economics; Coronavirus disease 2019 (COVID-19); Economic growth; Law; Economics; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001779795,0.0003498222,0.0005525178,0.0006093172,0.0007521201,0.0004548925,0.0004044146,0.0004221578,0.00006723917],"category_scores_gemma":[0.004838396,0.0002781931,0.0001167508,0.0003408141,0.0004519521,0.00007421785,0.001919207,0.00165514,0.00003116248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004298229,"about_ca_system_score_gemma":0.001929209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372529,"about_ca_topic_score_gemma":0.001972598,"domain_scores_codex":[0.9963825,0.0002834181,0.0003819216,0.001087277,0.001155614,0.0007093021],"domain_scores_gemma":[0.9965241,0.00157457,0.000079138,0.000671109,0.00052895,0.0006221641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003626074,0.0003589293,0.00972134,0.01168032,0.0008930202,0.0002944514,0.02285832,0.000001956343,0.02623896,0.003889908,0.9083956,0.01204106],"study_design_scores_gemma":[0.002278827,0.0007301402,0.002836753,0.0001188147,0.0001592439,0.0001017764,0.001038787,0.002422109,0.003626933,0.01120028,0.9751173,0.0003689911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4044079,0.004461507,0.002266775,0.5584455,0.0003231505,0.01395902,0.001645095,0.0003317528,0.01415932],"genre_scores_gemma":[0.4541446,0.001236446,0.0008415279,0.5368457,0.001107496,0.002509265,0.0001966454,0.0001696924,0.002948608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06672167,"threshold_uncertainty_score":0.999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1876370403034683,"score_gpt":0.4632113902619687,"score_spread":0.2755743499585004,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}